feedzai / fair-automlLinks
Repo for the paper "Promoting Fairness through Hyperparameter Optimization" @ ICDM 2021
☆10Updated 3 years ago
Alternatives and similar repositories for fair-automl
Users that are interested in fair-automl are comparing it to the libraries listed below
Sorting:
- Editing machine learning models to reflect human knowledge and values☆126Updated 2 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- A command line tool to easily add an ethics checklist to your data science projects.☆301Updated 3 weeks ago
- Evaluation of Vega-Lite transforms in Python☆71Updated 5 years ago
- a python grammar for evolutionary algorithms and heuristics☆191Updated 3 years ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆76Updated 2 years ago
- Feedzai's theme for Altair charts.☆15Updated last month
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆82Updated 3 weeks ago
- A Python package to build predictive linear and logistic regression models focused on performance and interpretation☆30Updated last year
- Train Gradient Boosting models that are both high-performance *and* Fair!☆105Updated 2 months ago
- A background data server for Altair charts.☆64Updated last year
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆121Updated 9 months ago
- Data Exploration in PySpark made easy - Pyspark_dist_explore provides methods to get fast insights in your Spark DataFrames.☆102Updated 6 years ago
- simple customizable risk scores in python☆141Updated 2 years ago
- Interpretability Techniques to Build Robust AI Applications☆39Updated 6 years ago
- Python implementation of R package breakDown☆43Updated 2 years ago
- this repo might get accepted☆28Updated 4 years ago
- Bulwark is a package for convenient property-based testing of pandas dataframes.☆226Updated 5 years ago
- Altair extension for saving charts in a variety of formats.☆97Updated last year
- Artificial Intelligence & Machine Learning Experiments by DevScope☆21Updated 2 years ago
- Extending Plotly's Dash component suite for @Grasia.☆18Updated 5 years ago
- A list of resources for current and aspiring data science managers☆16Updated 4 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆117Updated last year
- Seaborn-compatible API for interactive Vega-Lite plots via Altair☆20Updated 7 years ago
- Python package to visualize and cluster partial dependence.☆28Updated 3 years ago
- Decorators that logs stats.☆115Updated 7 months ago
- SciKIt-learn Pipeline in PAndas☆42Updated 2 years ago
- Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!☆138Updated last week
- Kedro-Accelerator speeds up pipelines by parallelizing I/O in the background.☆36Updated 3 years ago